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Java example source code file (CombinedPreProcessor.java)

This example Java source code file (CombinedPreProcessor.java) is included in the alvinalexander.com "Java Source Code Warehouse" project. The intent of this project is to help you "Learn Java by Example" TM.

Learn more about this Java project at its project page.

Java - Java tags/keywords

arraylist, builder, combinedpreprocessor, datasetpreprocessor, list, nonnull, override, util

The CombinedPreProcessor.java Java example source code

package org.deeplearning4j.datasets.iterator;

import lombok.NonNull;
import org.nd4j.linalg.dataset.api.DataSet;
import org.nd4j.linalg.dataset.api.DataSetPreProcessor;

import java.io.Serializable;
import java.util.ArrayList;
import java.util.List;

/**
 * This is special preProcessor, that allows to combine multiple prerpocessors, and apply them to data sequentially.
 *
 * @author raver119@gmail.com
 */
public class CombinedPreProcessor implements DataSetPreProcessor {
    private List<DataSetPreProcessor> preProcessors;

    private CombinedPreProcessor() {

    }
    /**
     * Pre process a dataset sequentially
     *
     * @param toPreProcess the data set to pre process
     */
    @Override
    public void preProcess(DataSet toPreProcess) {
        for(DataSetPreProcessor preProcessor: preProcessors) {
            preProcessor.preProcess(toPreProcess);
        }
    }

    public static class Builder {
        private List<DataSetPreProcessor> preProcessors = new ArrayList<>();

        public Builder() {

        }

        public Builder addPreProcessor(@NonNull DataSetPreProcessor preProcessor) {
            preProcessors.add(preProcessor);
            return this;
        }

        public Builder addPreProcessor(int idx, @NonNull DataSetPreProcessor preProcessor) {
            preProcessors.add(idx, preProcessor);
            return this;
        }


        public CombinedPreProcessor build() {
            CombinedPreProcessor preProcessor = new CombinedPreProcessor();
            preProcessor.preProcessors = this.preProcessors;
            return preProcessor;
        }
    }
}

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